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Openai Structured Output Runtime

Category: Engineering  ·  Sub-category: ml-ai-eng  ·  Last updated:
ai:openai
Use when implementing an OpenAI-backed AI capability that must return schema-bound JSON, typed objects, classifications, extraction results, or other machine-consumable responses from an approved ai-architecture.md. Produces provider SDK wiring, prompt structure, schema validation, retry and failure handling, malformed-output tests, and telemetry for latency, tokens, and validation failures. Do not use for generic model selection, AI architecture, RAG, tool calling, or agent workflow design.

What this skill does

Openai Structured Output Runtime is a community-contributed Claude Code skill in the ml-ai-eng sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/openai-structured-output-runtime/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when implementing an OpenAI-backed AI capability that must return schema-bound JSON, typed objects, classifications, extraction results, or other machine-consumable responses from an approved ai-architecture.md.

Who uses this skill

The Openai Structured Output Runtime Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/openai-structured-output-runtime
curl -L https://claudskills.com/skills/openai-structured-output-runtime/SKILL.md \
  -o ~/.claude/skills/openai-structured-output-runtime/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/openai-structured-output-runtime/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/openai-structured-output-runtime/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\openai-structured-output-runtime\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

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